Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:25:27.084865Z
Paper Citation Record · LEDGER
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices
As of 16 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2608.08968.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
79 of 79 outbound references displayed
- verified exact0
- verified fuzzy10
- unresolved68
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2797a583-5476-4635-9179-9a1d15bd90fb · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.702065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea97abea-dbea-401d-8197-520f6f6b73b9 · outbound
This paper cites 2025.Claude-sonnet-4-5 Release.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.Claude-sonnet-4-5 Release
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:28.383474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dfc8bc12-a17d-4e0e-b737-4e0404042234 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.713326Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd17b9a8-1bc2-4566-864a-8c1f4c279a97 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.358501Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ea4a5fc4-9bf9-44de-8fde-15d2568b1635 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.340620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a6334e94-5c3b-4b75-8703-731097fa789a · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.727958Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fef19453-d271-476c-9d33-6857d6278b52 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.314687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a92ac18e-d66a-4161-902a-55a241e9b3e4 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.738580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2079d07-9ed3-42dd-9edc-9a561ac9df25 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.286313Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1203bc69-511b-45c3-b69b-f3a37e20a403 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.271104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 32978291-9f10-419d-86f0-7b3f543ed9dd · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.753859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f3e8fdc-2958-463a-8031-62b6dfe6f8d9 · outbound
This paper cites 2025.deepseek-ai/DeepSeek-V3.1.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.deepseek-ai/DeepSeek-V3.1
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:28.247370Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 401e133c-175d-4c77-b3ec-3d6c9cb0b141 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.763065Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad6ca13c-9fcd-4a5b-901d-0e9e47a02b92 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.223212Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1e3eba0e-ace7-4e4e-8ab2-5ef1596eba44 · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.772710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d48a759-e36a-480d-802d-d8269d737319 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.207802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f97e957b-715e-45e6-a38d-b7b938d85f11 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 17
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-14T04:25:27.353069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bca667ae-9d1f-4e06-b3bd-3f664f8238c3 · outbound
This paper cites 2025.Gemini-2.5-flash Model Card.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.Gemini-2.5-flash Model Card
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:28.189939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f0f71d96-891b-40cc-adfe-97b5e4d5a2c2 · outbound
This paper cites 2025.Gemini-2.5-pro Model Card.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.Gemini-2.5-pro Model Card
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:28.171127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a7d8c0a3-0f42-46f2-b1cb-38d1567dc3a5 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.156028Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6848282a-cbe3-4ea9-84e7-074d2766fd7f · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.141375Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cf00011b-260f-4d67-8501-fbafbd028d26 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.125944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation efa33eec-c172-46fd-8b0b-8cf60d9a22f8 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.108890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1dbde288-998d-4a68-81ec-865c318bac79 · outbound
This paper cites 2010.Random walk: a modern introduction.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2010.Random walk: a modern introduction
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.817669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 515b9dc1-aa4f-4ea2-b6ef-f6236a0ed408 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.821753Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f12b46d0-172f-46c7-8a42-191974d4ef84 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.072344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c7b6c15d-b8ec-4c35-bbfe-859946792e48 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.057939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c8515c52-1e58-4fff-84eb-8cdd357f5d6a · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.041087Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d69244ac-76a5-4965-b9f0-6669bbb5536f · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.024588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2bf9b85e-e058-48d2-bb13-c2603cd64db1 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:28.010736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 06e41780-3664-4863-b607-206d5b709fe0 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.995944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3a2fda05-a343-4c8f-9079-d3cd81fea248 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.979244Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 33ab30e4-a3fc-4c12-9228-1f0b589b912b · outbound
This paper cites 2025.meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:27.962641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 752e888d-9a39-4f03-8614-34cb9e5dde71 · outbound
This paper cites 2025.GPT-4.1-mini Model Card.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.GPT-4.1-mini Model Card
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:27.946955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c6bbdcb0-e6c5-4512-9838-e185165032cf · outbound
This paper cites 2025.GPT-4.1 Model Card.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.GPT-4.1 Model Card
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:27.930496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation e3362f4b-b6f7-44d4-abf2-2f5f4aa290a8 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.913146Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1fe36344-f76c-4830-9095-b92f6f3ae817 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.896972Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cdf6ae80-3f77-4814-89bf-092e0c173530 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.881132Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 994fbd60-9209-4fa2-9a3b-3fcd4e560535 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.891768Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d7bab74-97f2-47ee-9fe2-856c9cddf6dc · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.866901Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0fd8c8b6-a0e8-48e7-8222-5beb2d802825 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.901020Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f9f3daf-918b-47c4-8e7d-85e250320fd6 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.906006Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 595c6e09-b24f-4954-91b8-a337b554f24b · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.830149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4316f65d-31b5-4424-bb1b-3ee8d79c2084 · outbound
This paper cites 2025.Qwen/Qwen3-Next-80B-A3B-Instruct.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2025.Qwen/Qwen3-Next-80B-A3B-Instruct
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:27.814197Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc765163-4c07-479f-bead-0d26be68fee6 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.796973Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 89ea5449-0e9d-4afb-9308-2d42573ecf0a · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.780646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a6e3d300-9fd1-4763-b66a-64291c165f78 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.766214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 58c89be6-6763-4110-afcb-f1e00949db12 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.751708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9ecee497-8ffb-459e-bd28-943eff6c31ba · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 49
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.736138Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9b2a1237-b298-4b9f-acff-526b85fe7391 · outbound
This paper cites Hoyer, Aapo Hyvärinen, and Antti Kerminen.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Hoyer, Aapo Hyvärinen, and Antti Kerminen
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.943391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2a7e267-d3c0-46b8-b031-64993112f926 · outbound
This paper cites Sigelman, Luiz André Barroso, Mike Burrows, Pat Stephenson, Manoj Plakal, Donald Beaver, Saul Jaspan, and Chandan Shanbhag.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Sigelman, Luiz André Barroso, Mike Burrows, Pat Stephenson, Manoj Plakal, Donald Beaver, Saul Jaspan, and Chandan Shanbhag
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.948437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d06554ee-2598-41db-be28-499cda532672 · outbound
This paper cites 2001.Causation, prediction, and search.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2001.Causation, prediction, and search
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.953339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bc2f13d-5a01-468a-a4ea-4f9357d9a046 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.958539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d40c1ce4-7ffa-448f-b0ec-8c71939b5976 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.677622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation a5737529-b85c-4214-b15a-a3fe2060e085 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.663149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 25c8cf4b-5dfc-4f2d-9b8d-fc99f235f7dd · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.648544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7e78a2ad-d1ae-4446-b65e-64ecbed524e0 · outbound
This paper cites 2026.Together AI Pricing.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices 2026.Together AI Pricing
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:27.631745Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4e9e33a0-4448-4fd5-a992-3c6a41a883df · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.615076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6cfcfabf-ce0c-4a9a-91fa-3bf4d1a7df2c · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.995361Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7611e216-09e1-421e-8f23-f7a09ffb99da · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.000500Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5b1d0b7-5e4a-4181-95eb-985f8283b274 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 61
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.578176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 304a2bf6-e64a-4b79-a615-b717c432865d · outbound
This paper cites Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.008715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8b5dcc86-305a-4ea3-b8b4-6281bf7e5183 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.014544Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abd27210-c015-4caf-bfda-d3e4812e6224 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.553611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation bc10834f-a65c-4e50-a90e-f2b2a39ebe4d · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 65
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.539282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 89416bf6-de12-4a13-9681-e3308fea99e9 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.028581Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e40c1995-588f-4a95-a666-e5923441affa · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.033630Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c2cdd8f-62c6-4855-a716-b19d3324ae4d · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.504177Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc6d7dbc-30ea-4b15-bb26-1b17c7c12e2e · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 69
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.043110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26756c35-085c-45c7-b4bd-d6591b959bc4 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 70
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.478384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0eb1439d-c226-42c3-8d47-86a06bc625ca · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.463071Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c444984c-47ab-439b-a347-a82886ac1f92 · outbound
This paper cites Weinberger, and Yoav Artzi.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Weinberger, and Yoav Artzi
Reference 72
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.056073Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 39fbe0cb-6e05-49a6-828f-f086c09ca1a7 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.422887Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 46a2dcb2-1373-470e-9a2a-df3bc93a5766 · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.072606Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2c0dfef2-a5d3-4f92-80b4-38c9dcfb99af · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 75
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:27.076901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7f11f844-27ea-4058-a5d9-2d3486b15aae · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 76
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.397864Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 500f770a-1a83-444a-9869-92e0c80558da · outbound
This paper cites an unresolved cited work.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices Unresolved cited work
Reference 77
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:25:27.383103Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 33c5c947-eb52-4591-a775-cf8d2eae9168 · outbound
This paper cites InInternational Conference on Learning Representations (ICLR).
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices InInternational Conference on Learning Representations (ICLR)
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:25:27.438664Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation daa3e652-38fe-42a4-9ab1-83ab5eaebb93 · outbound
This paper cites GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?.
GALA: Graph-Augmented LLM Agents for Root Cause Analysis and Incident Response in Microservices GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:25:26.973690Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.